Tryout the training process utilizing the awesome Colab
Setup tensorflow folder as described in this reference tutorial:
https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html
Then save this in a GDrive along with your labeled dataset.
As for this example, ResNet50 SSD model pretrained model was used, batch size = 8. labelmap = item { id: 1 name: 'traffic_cone' }
Labeled dataset can be downloaded in this repo for tryout.